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1.
Polymers (Basel) ; 15(21)2023 Nov 05.
Article En | MEDLINE | ID: mdl-37960008

The elaboration of a low-cost and effective approach to synthesize hybrid composite materials based on the conventional thermoplastics and natural biopolymers is a sustainable alternative to the production of "traditional" plastics. Cellulose is one of the most abundant biopolymers. Its fibrils possess outstanding mechanical characteristics and, hence, attract considerable interest of researchers during recent decades. However, modification of the hydrophobic polymer matrix by cellulose fibrils is significantly complicated by the hydrophilic nature of the latter. In this study, we propose an effective and low-cost approach to the synthesis of polystyrene at the cellulose microfibrils composite material via the emulsion polymerization method. The obtained fibrous composite was comprehensively analyzed with FTIR spectroscopy, SEM, TGA, and DSC, and was further employed to produce sponge hybrid materials. We investigated the influence of the cellulose/polystyrene ratio on the density, porosity, pore volume, and water uptake of the obtained sponge materials. The sample containing 70 wt.% of cellulose demonstrated the best water absorption properties while preserving its shape, even after 24 h of floating on water. The produced sponge materials might be employed as sorption materials for the purification and desalination of waters of various origins, filtration, and collection of undesirable elements under specific industrial or natural conditions.

2.
Sci Adv ; 9(16): eadf5330, 2023 04 21.
Article En | MEDLINE | ID: mdl-37075125

Mixed-lineage leukemia 1 (MLL1) is a transcription activator of the HOX family, which binds to specific epigenetic marks on histone H3 through its third plant homeodomain (PHD3) domain. Through an unknown mechanism, MLL1 activity is repressed by cyclophilin 33 (Cyp33), which binds to MLL1 PHD3. We determined solution structures of Cyp33 RNA recognition motif (RRM) free, bound to RNA, to MLL1 PHD3, and to both MLL1 and the histone H3 lysine N6-trimethylated. We found that a conserved α helix, amino-terminal to the RRM domain, adopts three different positions facilitating a cascade of binding events. These conformational changes are triggered by Cyp33 RNA binding and ultimately lead to MLL1 release from the histone mark. Together, our mechanistic findings rationalize how Cyp33 binding to MLL1 can switch chromatin to a transcriptional repressive state triggered by RNA binding as a negative feedback loop.


Histones , Leukemia , Humans , Histones/metabolism , Myeloid-Lymphoid Leukemia Protein/genetics , Myeloid-Lymphoid Leukemia Protein/metabolism , Histone-Lysine N-Methyltransferase/genetics , Histone-Lysine N-Methyltransferase/metabolism , DNA-Binding Proteins/metabolism , RNA
3.
Front Neuroinform ; 15: 738342, 2021.
Article En | MEDLINE | ID: mdl-34924989

Classical null hypothesis significance testing is limited to the rejection of the point-null hypothesis; it does not allow the interpretation of non-significant results. This leads to a bias against the null hypothesis. Herein, we discuss statistical approaches to 'null effect' assessment focusing on the Bayesian parameter inference (BPI). Although Bayesian methods have been theoretically elaborated and implemented in common neuroimaging software packages, they are not widely used for 'null effect' assessment. BPI considers the posterior probability of finding the effect within or outside the region of practical equivalence to the null value. It can be used to find both 'activated/deactivated' and 'not activated' voxels or to indicate that the obtained data are not sufficient using a single decision rule. It also allows to evaluate the data as the sample size increases and decide to stop the experiment if the obtained data are sufficient to make a confident inference. To demonstrate the advantages of using BPI for fMRI data group analysis, we compare it with classical null hypothesis significance testing on empirical data. We also use simulated data to show how BPI performs under different effect sizes, noise levels, noise distributions and sample sizes. Finally, we consider the problem of defining the region of practical equivalence for BPI and discuss possible applications of BPI in fMRI studies. To facilitate 'null effect' assessment for fMRI practitioners, we provide Statistical Parametric Mapping 12 based toolbox for Bayesian inference.

4.
Mol Syst Biol ; 15(8): e9008, 2019 08.
Article En | MEDLINE | ID: mdl-31464375

Metabolite binding to proteins regulates nearly all cellular processes, but our knowledge of these interactions originates primarily from empirical in vitro studies. Here, we report the first systematic study of interactions between water-soluble proteins and polar metabolites in an entire biological subnetwork. To test the depth of our current knowledge, we chose to investigate the well-characterized Escherichia coli central metabolism. Using ligand-detected NMR, we assayed 29 enzymes towards binding events with 55 intracellular metabolites. Focusing on high-confidence interactions at a false-positive rate of 5%, we detected 98 interactions, among which purine nucleotides accounted for one-third, while 50% of all metabolites did not interact with any enzyme. In contrast, only five enzymes did not exhibit any metabolite binding and some interacted with up to 11 metabolites. About 40% of the interacting metabolites were predicted to be allosteric effectors based on low chemical similarity to their target's reactants. For five of the eight tested interactions, in vitro assays confirmed novel regulatory functions, including ATP and GTP inhibition of the first pentose phosphate pathway enzyme. With 76 new candidate regulatory interactions that have not been reported previously, we essentially doubled the number of known interactions, indicating that the presently available information about protein-metabolite interactions may only be the tip of the iceberg.


Escherichia coli Proteins/metabolism , Escherichia coli/enzymology , Metabolome , Adenosine Triphosphate/metabolism , Allosteric Regulation , Allosteric Site , Escherichia coli/genetics , Escherichia coli Proteins/genetics , Gene Expression , Guanosine Triphosphate/metabolism , Magnetic Resonance Spectroscopy , Metabolic Networks and Pathways/genetics , Protein Binding
5.
Nat Methods ; 16(9): 932, 2019 Sep.
Article En | MEDLINE | ID: mdl-31406386

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

6.
Nat Methods ; 16(8): 743-749, 2019 08.
Article En | MEDLINE | ID: mdl-31363225

Cellular behavior is controlled by the interplay of diverse biomolecules. Most experimental methods, however, can only monitor a single molecule class or reaction type at a time. We developed an in vitro nuclear magnetic resonance spectroscopy (NMR) approach, which permitted dynamic quantification of an entire 'heterotypic' network-simultaneously monitoring three distinct molecule classes (metabolites, proteins and RNA) and all elementary reaction types (bimolecular interactions, catalysis, unimolecular changes). Focusing on an eight-reaction co-transcriptional RNA folding network, in a single sample we recorded over 35 time points with over 170 observables each, and accurately determined five core reaction constants in multiplex. This reconstruction revealed unexpected cross-talk between the different reactions. We further observed dynamic phase-separation in a system of five distinct RNA-binding domains in the course of the RNA transcription reaction. Our Systems NMR approach provides a deeper understanding of biological network dynamics by combining the dynamic resolution of biochemical assays and the multiplexing ability of 'omics'.


Gene Regulatory Networks , Metabolome , Nuclear Magnetic Resonance, Biomolecular/methods , Proteins/analysis , RNA/analysis , HEK293 Cells , Humans , Nucleic Acid Conformation , Protein Conformation , Proteins/chemistry , RNA/chemistry , RNA Folding
7.
Mol Syst Biol ; 13(1): 903, 2017 01 03.
Article En | MEDLINE | ID: mdl-28049137

Transcription networks consist of hundreds of transcription factors with thousands of often overlapping target genes. While we can reliably measure gene expression changes, we still understand relatively little why expression changes the way it does. How does a coordinated response emerge in such complex networks and how many input signals are necessary to achieve it? Here, we unravel the regulatory program of gene expression in Escherichia coli central carbon metabolism with more than 30 known transcription factors. Using a library of fluorescent transcriptional reporters, we comprehensively quantify the activity of central metabolic promoters in 26 environmental conditions. The expression patterns were dominated by growth rate-dependent global regulation for most central metabolic promoters in concert with highly condition-specific activation for only few promoters. Using an approximate mathematical description of promoter activity, we dissect the contribution of global and specific transcriptional regulation. About 70% of the total variance in promoter activity across conditions was explained by global transcriptional regulation. Correlating the remaining specific transcriptional regulation of each promoter with the cell's metabolome response across the same conditions identified potential regulatory metabolites. Remarkably, cyclic AMP, fructose-1,6-bisphosphate, and fructose-1-phosphate alone explained most of the specific transcriptional regulation through their interaction with the two major transcription factors Crp and Cra. Thus, a surprisingly simple regulatory program that relies on global transcriptional regulation and input from few intracellular metabolites appears to be sufficient to coordinate E. coli central metabolism and explain about 90% of the experimentally observed transcription changes in 100 genes.


Escherichia coli/genetics , Genes, Bacterial , Metabolic Networks and Pathways , Gene Expression Regulation, Bacterial , Gene Regulatory Networks , Genes, Reporter , Metabolome , Models, Theoretical , Promoter Regions, Genetic
8.
Biochemistry ; 55(18): 2590-600, 2016 05 10.
Article En | MEDLINE | ID: mdl-27065204

Protein-metabolite interactions play a vital role in the regulation of numerous cellular processes. Consequently, identifying such interactions is a key prerequisite for understanding cellular regulation. However, the noncovalent nature of the binding between proteins and metabolites has so far hampered the development of methods for systematically mapping protein-metabolite interactions. The few available, largely mass spectrometry-based, approaches are restricted to specific metabolite classes, such as lipids. In this study, we address this issue and show the potential of ligand-detected nuclear magnetic resonance (NMR) spectroscopy, which is routinely used in drug development, to systematically identify protein-metabolite interactions. As a proof of concept, we selected four well-characterized bacterial and mammalian proteins (AroG, Eno, PfkA, and bovine serum albumin) and identified metabolite binders in complex mixes of up to 33 metabolites. Ligand-detected NMR captured all of the reported protein-metabolite interactions, spanning a full range of physiologically relevant Kd values (low micromolar to low millimolar). We also detected a number of novel interactions, such as promiscuous binding of the negatively charged metabolites citrate, AMP, and ATP, as well as binding of aromatic amino acids to AroG protein. Using in vitro enzyme activity assays, we assessed the functional relevance of these novel interactions in the case of AroG and show that l-tryptophan, l-tyrosine, and l-histidine act as novel inhibitors of AroG activity. Thus, we conclude that ligand-detected NMR is suitable for the systematic identification of functionally relevant protein-metabolite interactions.


Adenosine Monophosphate/chemistry , Adenosine Triphosphate/chemistry , Amino Acids, Aromatic/chemistry , Escherichia coli Proteins/chemistry , Nuclear Magnetic Resonance, Biomolecular/methods , Serum Albumin, Bovine/chemistry , Animals , Cattle
9.
Nat Biotechnol ; 32(10): 1036-44, 2014 Oct.
Article En | MEDLINE | ID: mdl-25218519

Changes in protein conformation can affect protein function, but methods to probe these structural changes on a global scale in cells have been lacking. To enable large-scale analyses of protein conformational changes directly in their biological matrices, we present a method that couples limited proteolysis with a targeted proteomics workflow. Using our method, we assessed the structural features of more than 1,000 yeast proteins simultaneously and detected altered conformations for ~300 proteins upon a change of nutrients. We find that some branches of carbon metabolism are transcriptionally regulated whereas others are regulated by enzyme conformational changes. We detect structural changes in aggregation-prone proteins and show the functional relevance of one of these proteins to the metabolic switch. This approach enables probing of both subtle and pronounced structural changes of proteins on a large scale.


Proteins/analysis , Proteins/chemistry , Proteome/analysis , Proteome/chemistry , Proteomics/methods , Amino Acid Sequence , Amyloid , Fructosediphosphates , Mass Spectrometry , Molecular Sequence Data , Peptide Fragments , Prions , Protein Conformation , Proteolysis , Trypsin
10.
J Magn Reson ; 239: 121-9, 2014 Feb.
Article En | MEDLINE | ID: mdl-24472492

Factory settings of NMR pulse sequences are rarely ideal for every scenario in which they are utilised. The optimisation of NMR experiments has for many years been performed locally, with implementations often specific to an individual spectrometer. Furthermore, these optimised experiments are normally retained solely for the use of an individual laboratory, spectrometer or even single user. Here we introduce a web-based service that provides a database for the deposition, annotation and optimisation of NMR experiments. The application uses a Wiki environment to enable the collaborative development of pulse sequences. It also provides a flexible mechanism to automatically generate NMR experiments from deposited sequences. Multidimensional NMR experiments of proteins and other macromolecules consume significant resources, in terms of both spectrometer time and effort required to analyse the results. Systematic analysis of simulated experiments can enable optimal allocation of NMR resources for structural analysis of proteins. Our web-based application (http://nmrplus.org) provides all the necessary information, includes the auxiliaries (waveforms, decoupling sequences etc.), for analysis of experiments by accurate numerical simulation of multidimensional NMR experiments. The online database of the NMR experiments, together with a systematic evaluation of their sensitivity, provides a framework for selection of the most efficient pulse sequences. The development of such a framework provides a basis for the collaborative optimisation of pulse sequences by the NMR community, with the benefits of this collective effort being available to the whole community.


Magnetic Resonance Spectroscopy/methods , Nuclear Magnetic Resonance, Biomolecular/methods , Algorithms , Data Interpretation, Statistical , Databases, Factual , Internet , Signal-To-Noise Ratio , Software
11.
Protein Sci ; 21(5): 667-76, 2012 May.
Article En | MEDLINE | ID: mdl-22374868

Recently, we showed that leucine zipper (LZ) motifs of basic leucine zipper (bZIP) transcription factors GCN4 and c-Jun are capable of catalyzing degradation of RNA (Nikolaev et al., PLoS ONE 2010; 5:e10765). This observation is intriguing given the tight regulation of RNA turnover control and the antiquity of bZIP transcription factors. To support further mechanistic studies, herein, we elucidated RNA binding interface of the GCN4 leucine zipper motif from yeast. Solution NMR experiments showed that the LZ-RNA interaction interface is located in the first two heptads of LZ moiety, and that only the dimeric (coiled coil) LZ conformation is capable of binding RNA. Site-directed mutagenesis of the LZ-GCN4 RNA binding interface showed that substrate binding is facilitated by lysine and arginine side chains, and that at least one nucleophilic residue is located in proximity to the RNA phosphate backbone. Further studies in the context of full-length bZIP factors are envisaged to address the biological relevance of LZ RNase activity.


Basic-Leucine Zipper Transcription Factors/chemistry , Basic-Leucine Zipper Transcription Factors/genetics , Leucine Zippers , RNA/metabolism , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/genetics , Amino Acid Sequence , Basic-Leucine Zipper Transcription Factors/metabolism , Binding Sites/genetics , Molecular Sequence Data , Mutagenesis, Site-Directed , Nuclear Magnetic Resonance, Biomolecular , Protein Binding , Protein Conformation , RNA/chemistry , Ribonucleases/chemistry , Ribonucleases/metabolism , Saccharomyces cerevisiae Proteins/metabolism
12.
PLoS One ; 5(5): e10765, 2010 May 21.
Article En | MEDLINE | ID: mdl-20505831

Basic-region leucine zipper (bZIP) proteins are one of the largest transcription factor families that regulate a wide range of cellular functions. Owing to the stability of their coiled coil structure leucine zipper (LZ) domains of bZIP factors are widely employed as dimerization motifs in protein engineering studies. In the course of one such study, the X-ray structure of the retro-version of the LZ moiety of yeast transcriptional activator GCN4 suggested that this retro-LZ may have ribonuclease activity. Here we show that not only the retro-LZ but also the authentic LZ of GCN4 has weak but distinct ribonuclease activity. The observed cleavage of RNA is unspecific, it is not suppressed by the ribonuclease A inhibitor RNasin and involves the breakage of 3',5'-phosphodiester bonds with formation of 2',3'-cyclic phosphates as the final products as demonstrated by HPLC/electrospray ionization mass spectrometry. Several mutants of the GCN4 leucine zipper are catalytically inactive, providing important negative controls and unequivocally associating the enzymatic activity with the peptide under study. The leucine zipper moiety of the human factor c-Jun as well as the entire c-Jun protein are also shown to catalyze degradation of RNA. The presented data, which was obtained in the test-tube experiments, adds GCN4 and c-Jun to the pool of proteins with multiple functions (also known as moonlighting proteins). If expressed in vivo, the endoribonuclease activity of these bZIP-containing factors may represent a direct coupling between transcription activation and controlled RNA turnover. As an additional result of this work, the retro-leucine zipper of GCN4 can be added to the list of functional retro-peptides.


Basic-Leucine Zipper Transcription Factors/chemistry , Basic-Leucine Zipper Transcription Factors/metabolism , Leucine Zippers , Proto-Oncogene Proteins c-jun/chemistry , Proto-Oncogene Proteins c-jun/metabolism , Ribonucleases/metabolism , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/metabolism , Amino Acid Sequence , Chromatography, High Pressure Liquid , Enzyme Assays , Enzyme Inhibitors/pharmacology , Humans , Kinetics , Molecular Sequence Data , Molecular Weight , Mutant Proteins/chemistry , Mutant Proteins/metabolism , Peptides/chemistry , Peptides/metabolism , Protein Structure, Tertiary , RNA Stability , Ribonucleases/antagonists & inhibitors , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
13.
FEBS J ; 275(19): 4850-62, 2008 Oct.
Article En | MEDLINE | ID: mdl-18721138

The interaction between the c(11)ring and the gammaepsilon complex, forming the rotor of the Ilyobacter tartaricus ATP synthase, was probed by surface plasmon resonance spectroscopy and in vitro reconstitution analysis. The results provide, for the first time, a direct and quantitative assessment of the stability of the rotor. The data indicated very tight binding between the c(11)ring and the gammaepsilon complex, with an apparent K(d) value of approximately 7.4nm. The rotor assembly was primarily dependent on the interaction of the cring with the gammasubunit, and binding of the cring to the free epsilon subunit was not observed. Mutagenesis of selected conserved amino acid residues of all three rotor components (cR45, cQ46, gammaE204, gammaF203 and epsilonH38) severely affected rotor assembly. The interaction kinetics between the gammaepsilon complex and c(11)ring mutants suggested that the assembly of the c(11)gammaepsiloncomplex was governed by interactions of low and high affinity. Low-affinity binding was observed between the polar loops of the cring subunits and the bottom part of the gamma subunit. High-affinity interactions, involving the two residues gammaE204 and epsilonH38, stabilized the holo-c(11)gammaepsilon complex. NMR experiments indicated the acquisition of conformational order in otherwise flexible C- and N-terminal regions of the gamma subunit on rotor assembly. The results of this study suggest that docking of the central stalk of the F(1)complex to the rotor ring of F(o) to form tight, but reversible, contacts provides an explanation for the relative ease of dissociation and reconstitution of F(1)F(o)complexes.


Fusobacteria/enzymology , Mitochondrial Proton-Translocating ATPases/chemistry , Amino Acid Sequence , Kinetics , Mitochondrial Proton-Translocating ATPases/genetics , Molecular Sequence Data , Nuclear Magnetic Resonance, Biomolecular , Protein Subunits/chemistry , Sequence Alignment , Surface Plasmon Resonance
14.
J Am Chem Soc ; 129(20): 6461-9, 2007 May 23.
Article En | MEDLINE | ID: mdl-17469817

The resonance assignment, secondary structure, and dynamic properties of a stable noncoiled coil conformation of the dimerization domain from yeast transcription activation factor GCN4 (Leu zipper; LZGCN4) are presented. Introduced in this paper, a new line of fully optimized spin state exchange experiments, XYEX-TROSY, applied to 1HN, 15N and 1Halpha,13Calpha moieties, established that in broad range of pH and buffer conditions the classical LZGCN4 coiled coil dimer is in a dynamic equilibrium with another distinct conformation (denoted here as x-form) and enabled complete assignment of the resonances stemming from the x-form. The LZGCN4 x-form is generally less structured in comparison with the classical GCN4-p1 coiled coil, but still retains a structured alpha-helical central core. The implications for folding properties and biological significance are discussed.


DNA-Binding Proteins/chemistry , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae/chemistry , Transcription Factors/chemistry , Amino Acid Sequence , Basic-Leucine Zipper Transcription Factors , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Hydrogen-Ion Concentration , Leucine Zippers , Models, Molecular , Molecular Sequence Data , Nuclear Magnetic Resonance, Biomolecular , Protein Structure, Tertiary , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Solutions , Transcription Factors/genetics , Transcription Factors/metabolism
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